Machine Learning Research Assistant - Diffusion LLMs (Computing Science)

Job description for Machine Learning Research Assistant - Diffusion LLMs (Computing Science) at School of Computing

Job Description

Conduct foundational and applied research in controlledgeneration for non-autoregressive and discrete diffusionlanguage models. Specifically, focusing on overcomingkey modeling barriers in diffusion large language modelsusing techniques from tractable probabilistic models.

Qualifications

• A Bachelor’s Degree in Computer Science or relatedmajors, with a dedicated focus on Machine Learning.
• A strong academic understanding of deep generative models, particularly diffusion models operating in discrete state-spaces.

Proficiency in Python and deep learning frameworks (e.g., PyTorch), with hands-on academic or project about machine learning and generative AI.

• More Information
• Location: Kent Ridge Campus
• Organization: School of Computing
• Department : Department of Computer Science